buffer.size() / (shaped_type.getElementTypeBitWidth() / CHAR_BIT));
  }
  TF_ASSIGN_OR_RETURN(mlir::ElementsAttr compressed_data,
                      tensorflow::ConvertTensorProto(repr, &builder));

  const int dim_metadata_size = tensor.sparsity->dim_metadata.size();
  std::vector<mlir::TFL::DimensionMetadataAttr> dim_metadata(dim_metadata_size);
  for (int i = 0; i < dim_metadata_size; i++) {